Background: Because frailty is a complex phenomenon associated with poor outcomes, the identification of patient profiles with different care needs might be of greater practical help than to look for a unifying definition. This study aimed at identifying aging phenotypes and their related outcomes in order to recognize frailty in hospitalized older patients. Methods: Patients aged 65 or older enrolled in internal medicine and geriatric wards participating in the REPOSI registry. Relationships among variables associated to sociodemographic, physical, cognitive, functional, and medical status were explored using a multiple correspondence analysis. The hierarchical cluster analysis was then performed to identify possible patient profiles. Multivariable logistic regression was used to verify the association between clusters and outcomes (in-hospital mortality and 3-month postdischarge mortality and rehospitalization). Results: 2,841 patients were included in the statistical analyses. Four clusters were identified: the healthiest (I); those with multimorbidity (II); the functionally independent women with osteoporosis and arthritis (III); and the functionally dependent oldest old patients with cognitive impairment (IV). There was a significantly higher in-hospital mortality in Cluster II (odds ratio [OR] = 2.27, 95% confidence interval [CI] = 1.15-4.46) and Cluster IV (OR = 5.15, 95% CI = 2.58-10.26) and a higher 3-month mortality in Cluster II (OR = 1.66, 95% CI = 1.13-2.44) and Cluster IV (OR = 1.86, 95% CI = 1.15-3.00) than in Cluster I. Conclusions: Using alternative analytical techniques among hospitalized older patients, we could distinguish different frailty phenotypes, differently associated with adverse events. The identification of different patient profiles can help defining the best care strategy according to specific patient needs.

Defining Aging Phenotypes and Related Outcomes: Clues to Recognize Frailty in Hospitalized Older Patients

Manfredini Roberto
Membro del Collaboration Group
;
Fabbian Fabio
Membro del Collaboration Group
;
De Giorgi Alfredo
Membro del Collaboration Group
;
Raparelli Valeria;De Giorgio Roberto
Membro del Collaboration Group
;
2017

Abstract

Background: Because frailty is a complex phenomenon associated with poor outcomes, the identification of patient profiles with different care needs might be of greater practical help than to look for a unifying definition. This study aimed at identifying aging phenotypes and their related outcomes in order to recognize frailty in hospitalized older patients. Methods: Patients aged 65 or older enrolled in internal medicine and geriatric wards participating in the REPOSI registry. Relationships among variables associated to sociodemographic, physical, cognitive, functional, and medical status were explored using a multiple correspondence analysis. The hierarchical cluster analysis was then performed to identify possible patient profiles. Multivariable logistic regression was used to verify the association between clusters and outcomes (in-hospital mortality and 3-month postdischarge mortality and rehospitalization). Results: 2,841 patients were included in the statistical analyses. Four clusters were identified: the healthiest (I); those with multimorbidity (II); the functionally independent women with osteoporosis and arthritis (III); and the functionally dependent oldest old patients with cognitive impairment (IV). There was a significantly higher in-hospital mortality in Cluster II (odds ratio [OR] = 2.27, 95% confidence interval [CI] = 1.15-4.46) and Cluster IV (OR = 5.15, 95% CI = 2.58-10.26) and a higher 3-month mortality in Cluster II (OR = 1.66, 95% CI = 1.13-2.44) and Cluster IV (OR = 1.86, 95% CI = 1.15-3.00) than in Cluster I. Conclusions: Using alternative analytical techniques among hospitalized older patients, we could distinguish different frailty phenotypes, differently associated with adverse events. The identification of different patient profiles can help defining the best care strategy according to specific patient needs.
2017
Marcucci, Maura; Franchi, Carlotta; Nobili, Alessandro; Mannucci Pier, Mannuccio; Ardoino, Ilaria; Prisco, Domenico; Silvestri, Elena; Cenci, Caterina; Emmi, Giacomo; Biolo, Gianni; Guarnieri, Gianfranco; Zanetti, Michela; Fernandes, Giovanni; Vanoli, Massimo; Grignani, Giulia; Casella, Gianluca; Bernardi, Mauro; Li Bassi, Silvia; Santi, Luca; Zaccherini, Giacomo; Mannarino, Elmo; Lupattelli, Graziana; Bianconi, Vanessa; Paciullo, Francesco; Nuti, Ranuccio; Valenti, Roberto; Ruvio, Martina; Cappelli, Silvia; Palazzuoli, Alberto; Salvatore, Teresa; Sasso Ferdinando, Carlo; Girelli, Domenico; Olivieri, Oliviero; Matteazzi, Thomas; Barbagallo, Mario; Plances, Lidia; Alcamo, Roberta; Licata, Giuseppe; Calvo, Luigi; Valenti, Maria; Zoli, Marco; Arno, Raffaella; Pasini, ; Franco, Laghi; Capecchi Pier, Leopoldo; Bicchi, Maurizio; Palasciano, Giuseppe; Modeo Maria, Ester; Peragine, Maria; Pappagallo, Fabrizio; Pugliese, Stefania; Di Gennaro, Carla; Postiglione, Alfredo; Barbella Maria, Rosaria; De Stefano, Francesco; Cappellini Maria, Domenica; Fabio, Giovanna; Seghezzi, Sonia; De Amicis Margherita Migone., Mari Daniela; Rossi Paolo, Dionigi; Damanti, Sarah; Ottolini Barbara, Brignolo; Corazza Gino, Roberto; Miceli, Emanuela; Lenti Marco, Vincenzo; Padula, Donatella; Murialdo, Giovanni; Marra, Alessio; Cattaneo, Federico; Secchi Maria, Beatrice; Ghelfi, Davide; Anastasio, Luigi; Sofia, Lucia; Carbone, Maria; Davi, Giovanni; Guagnano Maria, Teresa; Sestili, Simona; Mancuso, Gerardo; Calipari, Daniela; Bartone, Mose; Meroni Maria, Rachele; Perin Paolo, Cavallo; Lorenzati, Bartolomeo; Gruden, Gabriella; Bruno, Graziella; Amione Cristina., Fornengo Paolo; Tassara, Rodolfo; Melis, Deborah; Rebella, Lara; Delitala, Giuseppe; Pretti, Vincenzo; Masala Maristella, Salvatora; Bolondi, Luigi; Rasciti, Leonardo; Serio, Ilaria; Fanelli Filippo, Rossi; Amoroso, Antonio; Molfino, Alessio; Petrillo, Enrico; Zuccala, Giuseppe; Franceschi, Francesco; De, Marco; Guido, ; Chiara, Cordischi; Marta, Sabbatini; Romanelli, Giuseppe; Amolini, Claudia; Chiesa, Deborah; Marengoni, Alessandra; Picardi, Antonio; Gentilucci Umberto, Vespasiani; Gallo, Paolo; Annoni, Giorgio; Corsi, Maurizio; Zazzetta, Sara; Bellelli, Giuseppe; Arturi, Franco; Succurro, Elena; Rubino, Mariangela; Sesti, Giorgio; Loria, Paola; Becchi Maria, Angela; Martucci, Gianfranco; Fantuzzi, Alessandra; Maurantonio, Mauro; Carta, Stefano; Atzori, Sebastiana; Serra Maria, Grazia; Bleve Maria, Antonietta; Gasbarrone, Laura; Sajeva Maria, Rosaria; Di Corato, Paola; Agnelli, Giancarlo; Marchesini, Emanuela; Fabris, Fabrizio; Carlon, Michela; Turatto, Francesca; Baritusso, Aldo; Manfredini, Roberto; Molino, Christian; Pala, Marco; Fabbian, Fabio; Boari, Benedetta; DE GIORGI, Alfredo; Paolisso, Giuseppe; Rizzo Maria, Rosaria; Laieta Maria, Teresa; Rini, Giovanbattista; Mansueto, Pasquale; Pepe, Ilenia; Borghi, Claudio; Strocchi, Enrico; De Sando, Valeria; Sabba, Carlo; Vella Francesco, Saverio; Suppressa, Patrizia; Valerio, Raffaella; Capobianco, Caterina; Fenoglio, Luigi; Bracco, Christian; Giraudo Alessia, Valentina; Testa, Elisa; Serraino, Cristina; Fargion, Silvia; Bonara, Paola; Periti, Giulia; Porzio, Marianna; Peyvandi, Flora; Tedeschi, Alberto; Rossio, Raffaella; Monzani, Valter; Savojardo, Valeria; Folli, Christian; Magnini, Maria; Salerno, Francesco; Conca, Alessio; Gobbo, Giulia; Balduini, Carlo; Bertolino, Giampiera; Provini, Stella; Quaglia, Federica; Dallegri, Franco; Ottonello, Luciano; Liberale, Luca; Chin Wu, Sheng; Carassale, Laura; Caporotundo, Silvia; Traisci, Giancarlo; De Feudis, Lucrezia; Di Carlo, Silvia; Liberato Nicola, Lucio; Buratti, Alberto; Tognin, Tiziana; Bianchi Giovanni, Battista; Giaquinto, Sabrina; Purrello, Francesco; Di Pino, Antonino; Piro, Salvatore; Rozzini, Renzo; Falanga, Lina; Montrucchio, Giuseppe; Greco, Elisabetta; Tizzani, Pietro; Petitti, Paolo; Perciccante, Antonio; Coralli, Alessia; Salmi, Raffaella; Gaudenzi, Piergiorgio; Gamberini, Susanna; Semplicini, Andrea; Gottardo, Lucia; Vendemiale, Gianluigi; Serviddio, Gaetano; Forlano, Roberta; Masala, Cesare; Mammarella, Antonio; Raparelli, Valeria; Violi, Francesco; Basili, Stefania; Perri, Ludovica; Landolfi, Raffaele; Montalto, Massimo; Mirijello, Antonio; Vallone, Carla; Bellusci, Martino; Setti, Donatella; Pedrazzoli, Filippo; Guasti, Luigina; Castiglioni, Luana; Maresca, Andrea; Squizzato, Alessandro; Molaro, Marta; Bertolotti, Marco; Mussi, Chiara; Libbra Maria, Vittoria; Miceli, Andrea; Pellegrini, Elisa; Carulli, Lucia; Perticone, Francesco; Sciacqua, Angela; Quero, Michele; Bagnato, Chiara; Corinaldesi, Roberto; DE GIORGIO, Roberto; Serra, Mauro; Grasso, Valentina; Ruggeri, Eugenio; Salvi, Andrea; Leonardi, Roberto; Grassini, Chiara; Mascherona, Ilenia; Minelli, Giorgio; Maltese, Francesca; Gabrielli, Armando; Mattioli, Massimo; Capeci, William; Martino Giuseppe, Pio; Corrao, Salvatore; Messina, Silvia; Ghio, Riccardi; Favorini, Serena; Dal Col, Anna; Minisola, Salvatore; Colangelo, Luciano; Afeltra, Antonella; Alemanno, Pamela; Marigliano, Benedetta; Castellino, Pietro; Blanco, Julien; Zanoli, Luca; Cattaneo, Marco; Fracasso, Paola; Amoruso Maria, Valentina; Saracco, Valter; Fogliati, Marisa; Bussolino Carlo., Durante Vittorio; Eusebi, Giovanna; Tirotta, Daniela; Mete, Francesca; Gino, Miriam; Cittadini, Antonio; Arcopinto, Michele; Salzano, Andrea; Bobbio, Emanuele; Marra Alberto, Maria; Sirico, Domenico; Moreo, Guido; Scopelliti, Francesco; Gasparini, Francesca; Cocca, Melissa; Duque Nieves, Ramirez; Molinero Alberto, Muela; Requejo Pedro, Abad; Pelaez Vanessa, Lopez; Lara, Tamargo; Viros Xavier, Corbella; Francesc, Formiga; Manglano Jesus, Diez; Tello Esperanza, Bejarano; Behamonte Esther Del, Corral; Puras Maria, Sevil; Romero, Manuel; Llorente Blanca, Pinilla; Gonzalez-Cobos Cristina, Lopez; Victoria Villalba Garcia, M; Saez, Lopez; Bosco, Juan; Baena Susana, Sanz; Gallego Marta, Arroyo; Becerra Concepcion, Gonzalez; Moyano Antonio, Fernandez; Gomez Hernandez, Mercedes; Poyato Borrego, Manuel; Cuadros Raquel, Pacheco; Rojas Florencia, Perez; Olid Beatriz, Garcia; Garcia Sara, Carrascosa; Cervellera Alfonso, Gonzalez-Cruz; Martinez Marta, Peinado; Cantero Alberto, Ruiz; Arraigosa Antonio, Albarracen; Guerrero Montserrat, Godoy; Miguel Angel Baron, Ramos; Jose Manuel, Machin; Veleiro Ignacio, Novo; Suarez Lucia, Alvela; Alfonso, Lopez; Bran David, Rubal; Vazquez Iria, Iniguez; Prego Monica, Rios
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